Mostly Resilient

Last Update: 11/4/2026

AI Resilience Score for Insulation Worker:

53.5%

Median Score

Meaningful human contribution

Med

Long-term employer demand

Med

Sustained economic opportunity

High

Our confidence in this score:
Low-medium

Methodology and Scoring Rationale

To score how resilient insulation work for floors, ceilings, and walls is to AI, we ask one question in three parts:

First, how much of the job still needs a human, read from six AI-exposure sources: our own AI Resilience Model, Anthropic's Observed Exposure, Microsoft's AI Applicability, Will Robots Take My Job, OpenAI Signals, and Google ATLAS. We call this dimension Meaningful Human Contribution (MHC) and weight it at 40%.

Next, whether employers will keep hiring for this job over the long term. This dimension, which we call Long-term Employer Demand (LTE), is calculated from BLS data and weighted at 30%.

Last, whether pay and mobility will hold up. We use wage bill and adaptive capacity data from independent researchers (Althoff & Reichardt, 2026; Manning & Aguirre, 2026). We call this dimension Sustained Economic Opportunity (SEO) and weight it at 30%.

For insulation workers, 6 of 9 sources had data. The AI exposure sources mostly agreed that physical installation stays human, with AI Resilience Model and Microsoft both scoring high resilience and Google ATLAS landing medium, though Will Robots Take My Job saw more risk. That split, plus three missing sources, keeps confidence low-medium. Strong pay signals pushed the score up, earning a "Mostly Resilient" label.

AI Resilience Report forInsulation Workers, Floor, Ceiling, and Wall

$49,120 median salary•3,000 annual openings•SOC Code: 47-2131.00

Insulation Workers, Floor, Ceiling, and Wall are somewhat more resilient to AI impacts than most occupations, according to our analysis of 5 sources.

Insulation work is labeled "Mostly Resilient" because the physical, hands-on nature of the job makes it genuinely hard to automate. Real job sites are full of tight spaces, odd angles, and unpredictable conditions that robots and AI simply cannot handle well yet, and that keeps skilled human workers at the center of the work.

Learn more about how you can thrive in this position

This role is mostly resilient

Insulation work is labeled "Mostly Resilient" because the physical, hands-on nature of the job makes it genuinely hard to automate. Real job sites are full of tight spaces, odd angles, and unpredictable conditions that robots and AI simply cannot handle well yet, and that keeps skilled human workers at the center of the work.

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Analysis of current AI resilience

Insulation Worker

Updated quarterly

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More Career Info

Career: Insulation Workers, Floor, Ceiling, and Wall

They install materials that keep buildings warm in winter and cool in summer by lining floors, ceilings, and walls with insulation.

Alternate Titles

Insulation Estimator · Insulation Installer · Insulator · Retrofit Installer · Attic Blower · Insulation Mechanic · Spray Foam Installer · Warehouse Insulation Worker

Employment & Wage Data

Median Wage

$49,120

Jobs (2025)

45,100

Growth (2025-35)

+2.4%

Annual Openings

3,000

Education

No formal educational credential

Experience

None

Source: Bureau of Labor Statistics, Employment Projections 2025-2035

Task-Level AI Resilience Scores

AI-generated estimates of task resilience over the next 3 years

1

93% ResilienceCore Task

Remove old insulation, such as asbestos, following safety procedures.

2

92% ResilienceCore Task

Fit, wrap, staple, or glue insulating materials to structures or surfaces, using hand tools or wires.

3

91% ResilienceCore Task

Cover and line structures with blown or rolled forms of materials to insulate against cold, heat, or moisture, using saws, knives, rasps, trowels, blowers, or other tools and implements.

4

90% ResilienceCore Task

Cover, seal, or finish insulated surfaces or access holes with plastic covers, canvas strips, sealants, tape, cement or asphalt mastic.

5

90% ResilienceCore Task

Prepare surfaces for insulation application by brushing or spreading on adhesives, cement, or asphalt, or by attaching metal pins to surfaces.

6

89% ResilienceCore Task

Distribute insulating materials evenly into small spaces within floors, ceilings, or walls, using blowers and hose attachments, or cement mortars.

7

88% ResilienceCore Task

Measure and cut insulation for covering surfaces, using tape measures, handsaws, power saws, knives, or scissors.

Tasks are ranked by their AI resilience, with the most resilient tasks shown first. Core tasks are essential functions of this occupation, while supplemental tasks provide additional context.

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